monte-carlo-tree-search-skill
CommunityPrioritize reasoning branches with evidence.
AuthorStepowskiEric
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Allocate reasoning and tool-use budget by smartly selecting among multiple plausible branches instead of exploring all paths equally.
Core Features & Use Cases
- MCTS-lite planning: guides branch selection with bounded exploration, scoring evidence, and backpropagation.
- Decision budgeting: helps agents allocate compute, time, and tool usage to the most promising strategies.
- Use Case: For hard debugging or architectural decisions, model several candidate approaches and let the skill judge which deserves more experimentation.
Quick Start
Provide a root objective and two candidate branches, then let the agent compare evidence and allocate budget.
Dependency Matrix
Required Modules
None requiredComponents
Standard package💻 Claude Code Installation
Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.
Please help me install this Skill: Name: monte-carlo-tree-search-skill Download link: https://github.com/StepowskiEric/Jerrys-agent-skills/archive/main.zip#monte-carlo-tree-search-skill Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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